Image quality in lossy compressed digital mammograms. - Sharon M. Perlmutter; Pamela C. Cosman; Robert M. Gray; Richard A. Olshen; D. Ikeda; C. N. Adams; B. J. Betts; Mark B. Williams; Keren Perlmutter; Jia Li 001; Anuradha K. Aiyer; Laurie Lee Fajardo; et al. (Signal Process., 1997)

Context based Multiscale Classification of Images. - Jia Li 001; Robert M. Gray (ICIP (3), 1998)

Text and Picture Segmentation by the Distribution Analysis of Wavelet Coefficients. - Jia Li 001; Robert M. Gray (ICIP (3), 1998)

Classifying Objectionable Websites Based on Image Content. - James Ze Wang; Jia Li 001; Gio Wiederhold; Oscar Firschein (IDMS, 1998)

System for screening objectionable images. - James Ze Wang; Jia Li 001; Gio Wiederhold; Oscar Firschein (Comput. Commun., 1998)

Joint Image Compression and Classification with Vector Quantization and a Two Dimensional Hidden Markov Model. - Jia Li 001; Robert M. Gray; Richard A. Olshen (Data Compression Conference, 1999)

Multiresolution Object-of-Interest Detection for Images with Low Depth of Field. - Jia Li 001; James Ze Wang; Robert M. Gray; Gio Wiederhold (ICIAP, 1999)

Image Classification Based on a Multiresolution Two Dimensional Hidden Markov Model. - Jia Li 001; Robert M. Gray (ICIP (1), 1999)

Semantics-sensitive Retrieval for Digital Picture Libraries. - James Ze Wang; Jia Li 001; Desmond Chan; Gio Wiederhold (D Lib Mag., 1999)

Asymptotic Performance of Vector Quantizers with a Perceptual Distortion Measure. - Jia Li 001; Navin Chaddha; Robert M. Gray (IEEE Trans. Inf. Theory, 1999)

Classification of Textured and Non-Textured Images Using Region Segmentation. - Jia Li 001; James Ze Wang; Gio Wiederhold (ICIP, 2000)

IRM: integrated region matching for image retrieval. - Jia Li 001; James Ze Wang; Gio Wiederhold (ACM Multimedia, 2000)

Context-based multiscale classification of document images using wavelet coefficient distributions. - Jia Li 001; Robert M. Gray (IEEE Trans. Image Process., 2000)

Multiresolution image classification by hierarchical modeling with two-dimensional hidden Markov models. - Jia Li 001; Robert M. Gray; Richard A. Olshen (IEEE Trans. Inf. Theory, 2000)

Image classification by a two-dimensional hidden Markov model. - Jia Li 001; Amir Najmi; Robert M. Gray (IEEE Trans. Signal Process., 2000)

On Zador's Entropy-Constrained Quantization Theorem. - Robert M. Gray; Jia Li 001 (Data Compression Conference, 2001)

FIRM: fuzzily integrated region matching for content-based image retrieval. - Yixin Chen 002; James Ze Wang; Jia Li 001 (ACM Multimedia, 2001)

Unsupervised Multiresolution Segmentation for Images with Low Depth of Field. - James Ze Wang; Jia Li 001; Robert M. Gray; Gio Wiederhold (IEEE Trans. Pattern Anal. Mach. Intell., 2001)

SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries. - James Ze Wang; Jia Li 001; Gio Wiederhold (IEEE Trans. Pattern Anal. Mach. Intell., 2001)

Simultaneous Classification and Feature Clustering Using Discriminant Vector Quantization with Applications to Microarray Data Analysis. - Jia Li 001; Hongyuan Zha (CSB, 2002)

A Source Coding Approach to Classification by Vector Quantization and the Principle of Minimum Description Length. - Jia Li 001 (DCC, 2002)

Learning-based linguistic indexing of pictures with 2–d MHMMs. - James Ze Wang; Jia Li 001 (ACM Multimedia, 2002)

Significance Of inter-species matches when evolutionary rate varies. - Jia Li 001; Webb Miller (RECOMB, 2002)

A Lagrangian formulation of Zador's entropy-constrained quantization theorem. - Robert M. Gray; Tamás Linder; Jia Li 001 (IEEE Trans. Inf. Theory, 2002)

Evaluation strategies for automatic linguistic indexing of pictures. - James Ze Wang; Jia Li 001; Sui Ching Lin (ICIP (3), 2003)

Significance of Interspecies Matches when Evolutionary Rate Varies. - Jia Li 001; Webb Miller (J. Comput. Biol., 2003)

Automatic Linguistic Indexing of Pictures by a Statistical Modeling Approach. - Jia Li 001; James Ze Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2003)

Stochastic modeling of volume images with a 3-d hidden markov model. - Jia Li 001; Dhiraj Joshi; James Ze Wang (ICIP, 2004)

The story picturing engine: finding elite images to illustrate a story using mutual reinforcement. - Dhiraj Joshi; James Ze Wang; Jia Li 001 (Multimedia Information Retrieval, 2004)

Studying digital imagery of ancient paintings by mixtures of stochastic models. - Jia Li 001; James Ze Wang (IEEE Trans. Image Process., 2004)

Machine Learning and Statistical Modeling Approaches to Image Retrieval - Yixin Chen 002; Jia Li 001; James Ze Wang (Kluwer, 2004)

ALIP: The Automatic Linguistic Indexing of Pictures System. - Jia Li 001; James Ze Wang (CVPR (2), 2005)

Parameter estimation of multi-dimensional hidden Markov models - a scalable approach. - Dhiraj Joshi; Jia Li 001; James Ze Wang (ICIP (3), 2005)

A new Mallows distance based metric for comparing clusterings. - Ding Zhou; Jia Li 001; Hongyuan Zha (ICML, 2005)

Content-based image retrieval: approaches and trends of the new age. - Ritendra Datta; Jia Li 001; James Ze Wang (Multimedia Information Retrieval, 2005)

A mutual semantic endorsement approach to image retrieval and context provision. - Jia Li 001 (Multimedia Information Retrieval, 2005)

IMAGINATION: a robust image-based CAPTCHA generation system. - Ritendra Datta; Jia Li 001; James Ze Wang (ACM Multimedia, 2005)

Studying Aesthetics in Photographic Images Using a Computational Approach. - Ritendra Datta; Dhiraj Joshi; Jia Li 001; James Ze Wang (ECCV (3), 2006)

Toward bridging the annotation-retrieval gap in image search by a generative modeling approach. - Ritendra Datta; Weina Ge; Jia Li 001; James Ze Wang (ACM Multimedia, 2006)

PARAgrab: A Comprehensive Architecture for Web Image Management and Multimodal Querying. - Dhiraj Joshi; Ritendra Datta; Ziming Zhuang; W. P. Weiss; Marc Friedenberg; Jia Li 001; James Ze Wang (VLDB, 2006)

Probabilistic models for discovering e-communities. - Ding Zhou; Eren Manavoglu; Jia Li 001; C. Lee Giles; Hongyuan Zha (WWW, 2006)

Two-way Poisson mixture models for simultaneous document classification and word clustering. - Jia Li 001; Hongyuan Zha (Comput. Stat. Data Anal., 2006)

Machine annotation and retrieval for digital imagery of historical materials. - James Ze Wang; Kurt Grieb; Ya Zhang 002; Ching-chih Chen; Yixin Chen 002; Jia Li 001 (Int. J. Digit. Libr., 2006)

A Computationally Efficient Approach to the Estimation of Two- and Three-Dimensional Hidden Markov Models. - Dhiraj Joshi; Jia Li 001; James Ze Wang (IEEE Trans. Image Process., 2006)

The Story Picturing Engine - a system for automatic text illustration. - Dhiraj Joshi; James Ze Wang; Jia Li 001 (ACM Trans. Multim. Comput. Commun. Appl., 2006)

Extracting Author Meta-Data from Web Using Visual Features. - Shuyi Zheng; Ding Zhou; Jia Li 001; C. Lee Giles (ICDM Workshops, 2007)

Learning User Clicks in Web Search. - Ding Zhou; Levent Bolelli; Jia Li 001; C. Lee Giles; Hongyuan Zha (IJCAI, 2007)

Efficient topic-based unsupervised name disambiguation. - Yang Song 008; Jian Huang 002; Isaac G. Councill; Jia Li 001; C. Lee Giles (JCDL, 2007)

New challenges in multimedia research for the increasingly connected and fast growing digital society. - Jia Li 001; Shih-Fu Chang; Michael Lesk; Rainer Lienhart; Jiebo Luo 001; Arnold W. M. Smeulders (Multimedia Information Retrieval, 2007)

Tagging over time: real-world image annotation by lightweight meta-learning. - Ritendra Datta; Dhiraj Joshi; Jia Li 001; James Ze Wang (ACM Multimedia, 2007)

Learning the consensus on visual quality for next-generation image management. - Ritendra Datta; Jia Li 001; James Ze Wang (ACM Multimedia, 2007)

Generative models for name disambiguation. - Yang Song 008; Jian Huang 002; Isaac G. Councill; Jia Li 001; C. Lee Giles (WWW, 2007)

Toward Bridging the Annotation-Retrieval Gap in Image Search. - Ritendra Datta; Weina Ge; Jia Li 001; James Ze Wang (IEEE Multim., 2007)

Algorithmic inferencing of aesthetics and emotion in natural images: An exposition. - Ritendra Datta; Jia Li 001; James Ze Wang (ICIP, 2008)

Real-time automatic tag recommendation. - Yang Song 008; Ziming Zhuang; Huajing Li; Qiankun Zhao; Jia Li 001; Wang-Chien Lee; C. Lee Giles (SIGIR, 2008)

Collaboration over time: characterizing and modeling network evolution. - Jian Huang 002; Ziming Zhuang; Jia Li 001; C. Lee Giles (WSDM, 2008)

Image retrieval: Ideas, influences, and trends of the new age. - Ritendra Datta; Dhiraj Joshi; Jia Li 001; James Ze Wang (ACM Comput. Surv., 2008)

Real-Time Computerized Annotation of Pictures. - Jia Li 001; James Ze Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

Image processing for artist identification. - C. Richard Johnson Jr.; Ella Hendriks; Igor J. Berezhnoy; Eugene Brevdo; Shannon M. Hughes; Ingrid Daubechies; Jia Li 001; Eric O. Postma; James Z. Wang 001 (IEEE Signal Process. Mag., 2008)

Characterizing elegance of curves computationally for distinguishing Morrisseau paintings and the imitations. - Lei Yao; Jia Li 001; James Ze Wang (ICIP, 2009)

Exploiting the human-machine gap in image recognition for designing CAPTCHAs. - Ritendra Datta; Jia Li 001; James Ze Wang (IEEE Trans. Inf. Forensics Secur., 2009)

Quest for relevant tags using local interaction networks and visual content. - Neela Sawant; Ritendra Datta; Jia Li 001; James Ze Wang (Multimedia Information Retrieval, 2010)

Large-scale image and video search: Challenges, technologies, and trends. - Meng Wang 001; Nicu Sebe; Tao Mei 001; Jia Li 001; Kiyoharu Aizawa (J. Vis. Commun. Image Represent., 2010)

Two-way Gaussian mixture models for high dimensional classification. - Mu Qiao; Jia Li 001 (Stat. Anal. Data Min., 2010)

Automatic image semantic interpretation using social action and tagging data. - Neela Sawant; Jia Li 001; James Ze Wang (Multim. Tools Appl., 2011)

Agglomerative connectivity constrained clustering for image segmentation. - Jia Li 001 (Stat. Anal. Data Min., 2011)

Aesthetics and Emotions in Images. - Dhiraj Joshi; Ritendra Datta; Elena A. Fedorovskaya; Quang-Tuan Luong; James Ze Wang; Jia Li 001; Jiebo Luo 001 (IEEE Signal Process. Mag., 2011)

A Work-Centered Visual Analytics Model to Support Engineering Design with Interactive Visualization and Data-Mining. - Xin Yan; Mu Qiao; Jia Li 001; Timothy W. Simpson; Gary Stump; Xiaolong (Luke) Zhang (HICSS, 2012)

On shape and the computability of emotions. - Xin Lu 006; Poonam Suryanarayan; Reginald B. Adams Jr.; Jia Li 001; Michelle G. Newman; James Z. Wang 001 (ACM Multimedia, 2012)

OSCAR: On-Site Composition and Aesthetics Feedback Through Exemplars for Photographers. - Lei Yao; Poonam Suryanarayan; Mu Qiao; James Z. Wang 001; Jia Li 001 (Int. J. Comput. Vis., 2012)

Rhythmic Brushstrokes Distinguish van Gogh from His Contemporaries: Findings via Automated Brushstroke Extraction. - Jia Li 001; Lei Yao; Ella Hendriks; James Z. Wang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Parallel D2-Clustering: Large-Scale Clustering of Discrete Distributions - Yu Zhang 013; James Z. Wang 001; Jia Li 001 (CoRR, 2013)

Enhancing Training Collections for Image Annotation: An Instance-Weighted Mixture Modeling Approach. - Neela Sawant; James Ze Wang; Jia Li 001 (IEEE Trans. Image Process., 2013)

Locating visual storm signatures from satellite images. - Yu Zhang 013; Stephen Wistar; Jose A. Piedra-Fernández; Jia Li 001; Michael A. Steinberg; James Z. Wang 001 (IEEE BigData, 2014)

Scaling up discrete distribution clustering using ADMM. - Jianbo Ye; Jia Li 001 (ICIP, 2014)

Photo Composition Feedback and Enhancement - Exploiting Spatial Design Categories and the Notan Dark-Light Principle. - Jia Li 001; Lei Yao; James Ze Wang (Mobile Cloud Visual Media Computing, 2015)

Modeling Perspective Effects in Photographic Composition. - Zihan Zhou 001; Siqiong He; Jia Li 001; James Ze Wang (ACM Multimedia, 2015)

Gaussian Mixture Models with Component Means Constrained in Pre-selected Subspaces. - Mu Qiao; Jia Li 001 (CoRR, 2015)

Accelerated Discrete Distribution Clustering under Wasserstein Distance. - Jianbo Ye; Panruo Wu; James Z. Wang 001; Jia Li 001 (CoRR, 2015)

Parallel Massive Clustering of Discrete Distributions. - Yu Zhang 013; James Z. Wang 001; Jia Li 001 (ACM Trans. Multim. Comput. Commun. Appl., 2015)

A Distance for HMMs Based on Aggregated Wasserstein Metric and State Registration. - Yukun Chen; Jianbo Ye; Jia Li 001 (ECCV (6), 2016)

Identifying Emotions Aroused from Paintings. - Xin Lu 006; Neela Sawant; Michelle G. Newman; Reginald B. Adams Jr.; James Z. Wang 001; Jia Li 001 (ECCV Workshops (1), 2016)

Storm Detection by Visual Learning Using Satellite Images. - Yu Zhang 013; Stephen Wistar; Jia Li 001; Michael A. Steinberg; James Z. Wang 001 (CoRR, 2016)

Modeling Photographic Composition via Triangles. - Zihan Zhou 001; Siqiong He; Jia Li 001; James Ze Wang (CoRR, 2016)

Distance-based mixture modeling for classification via hypothetical local mapping. - Mu Qiao; Jia Li 001 (Stat. Anal. Data Min., 2016)

An investigation into three visual characteristics of complex scenes that evoke human emotion. - Xin Lu 006; Reginald B. Adams Jr.; Jia Li 001; Michelle G. Newman; James Z. Wang 001 (ACII, 2017)

Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering. - Jianbo Ye; Yanran Li; Zhaohui Wu; James Z. Wang 001; Wenjie Li 002; Jia Li 001 (ACL (1), 2017)

A Simulated Annealing Based Inexact Oracle for Wasserstein Loss Minimization. - Jianbo Ye; James Ze Wang; Jia Li 001 (ICML, 2017)

Beyond Saliency: Assessing Visual Balance with High-level Cues. - Baris Kandemir; Zihan Zhou 001; Jia Li 001; James Z. Wang 001 (ACM Multimedia (Thematic Workshops), 2017)

Learning from Noisy Labels with Distillation. - Yuncheng Li; Jianchao Yang; Yale Song; Liangliang Cao; Jiebo Luo 001; Jia Li 001 (CoRR, 2017)

Aggregated Wasserstein Metric and State Registration for Hidden Markov Models. - Yukun Chen; Jianbo Ye; Jia Li 001 (CoRR, 2017)

Clustering with Hidden Markov Model on Variable Blocks. - Lin Lin 003; Jia Li 001 (J. Mach. Learn. Res., 2017)

Severe Thunderstorm Detection by Visual Learning Using Satellite Images. - Yu Zhang 013; Stephen Wistar; Jia Li 001; Michael A. Steinberg; James Z. Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

Fast Discrete Distribution Clustering Using Wasserstein Barycenter With Sparse Support. - Jianbo Ye; Panruo Wu; James Z. Wang 001; Jia Li 001 (IEEE Trans. Signal Process., 2017)

Advancing science and technology with big data analytics. - Jia Li 001 (Stat. Anal. Data Min., 2018)

Optimal transport, mean partition, and uncertainty assessment in cluster analysis. - Jia Li 001; Beomseok Seo; Lin Lin 003 (Stat. Anal. Data Min., 2019)

Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data. - Jianbo Ye; Jia Li 001; Michelle G. Newman; Reginald B. Adams Jr.; James Z. Wang 001 (IEEE Trans. Affect. Comput., 2019)

Detecting Comma-Shaped Clouds for Severe Weather Forecasting Using Shape and Motion. - Xinye Zheng; Jianbo Ye; Yukun Chen; Stephen Wistar; Jia Li 001; José Antonio Piedra-Fernández; Michael A. Steinberg; James Z. Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

Semi-Supervised Cervical Dysplasia Classification with Learnable Graph Convolutional Network. - Yanglan Ou; Yuan Xue 002; Ye Yuan; Tao Xu; Vincent Pisztora; Jia Li 001; Xiaolei Huang 001 (ISBI, 2020)

CPS analysis: self-contained validation of biomedical data clustering. - Lixiang Zhang; Lin Lin 003; Jia Li 001 (Bioinform., 2020)

ARBEE: Towards Automated Recognition of Bodily Expression of Emotion in the Wild. - Yu Luo; Jianbo Ye; Reginald B. Adams Jr.; Jia Li 001; Michelle G. Newman; James Z. Wang 001 (Int. J. Comput. Vis., 2020)

Aggregated Wasserstein Distance and State Registration for Hidden Markov Models. - Yukun Chen; Jianbo Ye; Jia Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

SCOTT: Shape-Location Combined Tracking with Optimal Transport. - Xinye Zheng; Jianbo Ye; James Z. Wang 001; Jia Li 001 (SIAM J. Math. Data Sci., 2020)

Optimal Transport With Relaxed Marginal Constraints. - Jia Li 001; Lin Lin 003 (IEEE Access, 2021)

Epsilon Consistent Mixup: An Adaptive Consistency-Interpolation Tradeoff. - Vincent Pisztora; Yanglan Ou; Xiaolei Huang 001; Francesca Chiaromonte; Jia Li 001 (CoRR, 2021)

A Machine Learning Paradigm for Studying Pictorial Realism: Are Constable's Clouds More Real than His Contemporaries? - Zhuomin Zhang; Elizabeth C. Mansfield; Jia Li 001; John Russell; George S. Young; Catherine Adams; James Z. Wang 001 (CoRR, 2022)

Block-Wise Variable Selection for Clustering Via Latent States of Mixture Models. - Beomseok Seo; Lin Lin 003; Jia Li 001 (J. Comput. Graph. Stat., 2022)

Multi-view clustering by CPS-merge analysis with application to multimodal single-cell data. - Lixiang Zhang; Lin Lin 003; Jia Li 001 (PLoS Comput. Biol., 2023)

Learning Performance Maximizing Ensembles with Explainability Guarantees. - Vincent Pisztora; Jia Li 001 (AAAI, 2024)

GeM-LR: Discovering predictive biomarkers for small datasets in vaccine studies. - Lin Lin 003; Rachel L. Spreng; Kelly E. Seaton; S. Moses Dennison; Lindsay C. Dahora; Daniel J. Schuster; Sheetal Sawant; Peter B. Gilbert; Youyi Fong; Neville Kisalu; Andrew J. Pollard; Georgia D. Tomaras; et al. (PLoS Comput. Biol., 2024)

A Machine Learning Paradigm for Studying Pictorial Realism: How Accurate are Constable's Clouds? - Zhuomin Zhang; Elizabeth C. Mansfield; Jia Li 001; John Russell; George S. Young; Catherine Adams; Kevin A. Bowley; James Z. Wang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Do Machines Think Emotionally? Cognitive Appraisal Analysis of Large Language Models. - Sree Bhattacharyya; Lucas Craig; Tharun Dilliraj; Jia Li 001; James Z. Wang 001 (CoRR, 2025)